harleycoops/ai-playground

Code from AI tutorials presented on the "Code with Rok" YouTube channel

Code from AI tutorials presented on the
Code with Rok
YouTube channel

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OpenAI

	Tutorial	Short description	Links
#1	Get response in JSON format	Python and Node.js examples on how to get a valid JSON response	GitHub	YouTube
#2	Build a personal math tutor	Python and Node.js examples on how to build a personal math tutor with the OpenAI Assistants API using the Code Interpreter tool	GitHub	YouTube
#3	Graphical user interface for a personal math tutor	Next.js GUI for the #2 Build a personal math tutor tutorial	GitHub	YouTube
#4	Build a customer support chatbot	Python and Node.js examples on how to build a customer support chatbot with the OpenAI Assistants API using the Knowledge Retrieval tool	GitHub	YouTube
#5	Terminal user interface for a customer support chatbot	Python and Node.js TUIs for the #4 Build a customer support chatbot tutorial	GitHub	YouTube

Gemini

	Tutorial	Short description	Links
#1	Gemini Pro API starter	Python and Node.js examples on how to use the Gemini Pro API	GitHub	YouTube
#2	Vertex AI Gemini Pro API starter	Python and Node.js examples on how to use the Vertex AI Gemini Pro API	GitHub	YouTube

LlamaIndex

	Tutorial	Short description	Links
#1	Create Llama app	Instructions on how to create a LlamaIndex chat streaming app using the OpenAI model and Next.js GUI with 1 command in 2 minutes	GitHub	YouTube
#2	Travel RAG	Streamlit travel RAG app using LlamaIndex with OpenAI model	Coming soon...	Coming soon...

spaCy

	Tutorial	Short description	Links
#1	Add a new entity to NER	Jupyter Notebook example on how to add a new entity to NER using spaCy	Coming soon...	Coming soon...

Milvus

	Tutorial	Short description	Links
#1	Milvus Standalone starter	Python and Node.js examples on how to install Milvus Standalone using Docker, connect to a Milvus server and list all collections	GitHub	YouTube
#2	Attu (GUI for Milvus) starter	Instructions on how to run Attu, a GUI for Milvus, using Docker	GitHub	YouTube
#3	Text similarity search	Python example on how to do text similarity search with Milvus (note: input vector is calculated with spaCy)	GitHub	YouTube

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License

This project is open source and available under the MIT License.